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Governance can accelerate innovation rather than slow it down. When the right controls are in place, teams can adopt AI at scale with confidence that the agents they build are safe and secure.
You don't need to solve everything on day one. Start by introducing the right guardrails to create visibility and accountability without slowing progress.
1. Start with an agent registry
You can't govern what you can't see. Start by building an inventory of agents across the organization. This is where Agent ID becomes essential. Agent 365 assigns agents with Microsoft Entra-backed agent IDs so you can manage, secure, and govern them like a user or application in the Microsoft ecosystem. This capability turns agents into enterprise identities, not just code or bots. It marks a shift from the traditional app registration model to a dedicated identity plane for agents.
2. Assign clear ownership
One of the core challenges with agents is accountability. Without a clear owner, you don't know who is responsible for their behavior, data access, or lifecycle. Agent 365 makes accountability explicit by binding each agent to a responsible individual or team, along with its purpose, permissions, and scope of action.
This model removes ambiguity and creates consistent ownership across all agents, regardless of how or where they're built.
3. Enable basic observability
Observability helps organizations treat agents as active participants in their environment, not black boxes. Every action, whether querying a document, sending an email, or invoking an MCP server, should be traceable to a specific agent, in a specific context, at a specific moment in time. This visibility supports debugging, auditing, compliance validation, and overall confidence that agents behave as intended.
Agent 365 provides built-in observability instead of requiring teams to assemble it themselves. For agents built on Microsoft platforms, observability is available out of the box. For agents built on other platforms, teams can add observability by using the Agent 365 SDK.
The SDK structures telemetry by using OpenTelemetry (OTel) conventions, which produce consistent traces, metrics, and logs across the full workflow. Because Agent 365 aligns with OTel, organizations can connect observability data to existing monitoring and security tools while maintaining a unified, enterprise-grade view of agent activity.
Taken together, these first steps create the visibility, accountability, and control organizations need to scale agents confidently without slowing teams down.
Moving beyond these foundational steps, you can next configure policies in tools such as Microsoft Purview and SharePoint to enforce data access, retention, and compliance rules at scale. Then use Microsoft 365 admin center settings to manage additional controls, including sharing permissions, custom agent templates, rules for handling ownerless agents, and which agent types appear to users in the store.